Promptify and json_prompt_formatter

Promptify

Verified

json_prompt_formatter

Emerging

Maintenance 16/25

Adoption 14/25

Maturity 25/25

Community 19/25

Maintenance 10/25

Adoption 3/25

Maturity 18/25

Community 12/25

Stars: 4,572

Forks: 361

Downloads: 62

Commits (30d): 2

Language: Python

License: Apache-2.0

Stars: 1

Forks: 1

Downloads: 9

Commits (30d): 0

Language: Python

License: MIT

No Dependents

About Promptify

promptslab/Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Provides task-specific NLP classes (NER, classification, QA, relation extraction) that return type-safe Pydantic models instead of raw text, eliminating parsing brittleness. Abstracts away LLM provider differences through LiteLLM, allowing seamless switching between OpenAI, Anthropic, Ollama, and 100+ other backends with a single model string. Includes built-in evaluation metrics (precision, recall, F1) and cost tracking, plus batch/async processing for production workloads.

About json_prompt_formatter

SemTiOne/json_prompt_formatter

A CLI and Python tool for converting text prompts into structured JSON/JSONL formats. Features 7 built-in templates, batch processing, and handles 1000+ prompts efficiently. Perfect for AI/ML workflows and prompt engineering.

Related comparisons

Promptify and prompt-poet Promptify and Prompture Promptify and promptml Promptify and ppromptor Promptify and promptml-cli Promptify and pydantic-prompter

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